{ "lang": "nl", "name": "Echocardiogram_SpanCategorizer_aortic_regurgitation", "version": "1.0.0", "spacy_version": ">=3.7.4,<3.8.0", "description": "Package to classify spans for the presence and severity of aortic regurgitation in Dutch echocardiogram reports.", "author": "Bauke Arends", "email": "b.k.o.arends-4@umcutrecht.nl", "url": "", "license": "cc-by-sa-4.0", "spacy_git_version": "bff8725f4", "vectors": { "width": 0, "vectors": 0, "keys": 0, "name": null, "mode": "default" }, "labels": { "tok2vec": [], "spancat": [ "aortic_valve_native_regurgitation_not_present", "aortic_valve_native_regurgitation_mild", "aortic_valve_native_regurgitation_moderate", "aortic_valve_native_regurgitation_severe" ] }, "pipeline": [ "tok2vec", "spancat" ], "components": [ "tok2vec", "spancat" ], "disabled": [], "performance": { "spans_sc_f": 0.8964757709, "spans_sc_p": 0.9443155452, "spans_sc_r": 0.8532494759, "tok2vec_loss": 0.5213598033, "spancat_loss": 263.2619191424 } }